Epoch 1/100 ---------- lr: 0.01 train loss: 54.8281 val loss: 32.4921 Epoch 2/100 ---------- lr: 0.01 train loss: 16.4624 val loss: 8.4804 Epoch 3/100 ---------- lr: 0.01 train loss: 7.4500 val loss: 5.3976 Epoch 4/100 ---------- lr: 0.01 train loss: 6.9233 val loss: 8.0105 Epoch 5/100 ---------- lr: 0.01 train loss: 8.6654 val loss: 6.2820 Epoch 6/100 ---------- lr: 0.01 train loss: 7.4873 val loss: 7.8636 Epoch 7/100 ---------- lr: 0.01 train loss: 8.7781 val loss: 5.9314 Epoch 8/100 ---------- lr: 0.01 train loss: 6.6022 val loss: 4.9824 Epoch 9/100 ---------- lr: 0.01 train loss: 5.9077 val loss: 5.0360 Epoch 10/100 ---------- lr: 0.01 train loss: 6.9246 val loss: 7.8472 Epoch 11/100 ---------- lr: 0.01 train loss: 9.7616 val loss: 6.7969 Epoch 12/100 ---------- lr: 0.01 train loss: 8.1208 val loss: 7.8102 Epoch 13/100 ---------- lr: 0.01 train loss: 10.7532 val loss: 8.4791 Epoch 14/100 ---------- lr: 0.01 train loss: 9.1517 val loss: 6.9926 Epoch 15/100 ---------- lr: 0.01 train loss: 8.3282 val loss: 8.0222 Epoch 16/100 ---------- lr: 0.01 train loss: 9.0021 val loss: 7.9489 Epoch 17/100 ---------- lr: 0.01 train loss: 8.8302 val loss: 6.8064 Epoch 18/100 ---------- lr: 0.01 train loss: 7.7133 val loss: 6.0449 Epoch 19/100 ---------- lr: 0.01 train loss: 7.1940 val loss: 6.1180 Epoch 20/100 ---------- lr: 0.01 train loss: 7.3011 val loss: 6.0432 Epoch 21/100 ---------- lr: 0.01 train loss: 6.8870 val loss: 5.4167 Epoch 22/100 ---------- lr: 0.01 train loss: 6.7480 val loss: 5.6465 Epoch 23/100 ---------- lr: 0.01 train loss: 6.4315 val loss: 5.0933 Epoch 24/100 ---------- lr: 0.01 train loss: 7.0408 val loss: 6.5090 Epoch 25/100 ---------- lr: 0.01 train loss: 7.4784 val loss: 6.0274 Epoch 26/100 ---------- lr: 0.01 train loss: 6.9527 val loss: 5.6637 Epoch 27/100 ---------- lr: 0.01 train loss: 7.8107 val loss: 5.7706 Epoch 28/100 ---------- lr: 0.01 train loss: 6.8601 val loss: 5.8260 Epoch 29/100 ---------- lr: 0.01 train loss: 6.3875 val loss: 5.0739 Epoch 30/100 ---------- lr: 0.005 train loss: 5.5425 val loss: 4.4525 Epoch 31/100 ---------- lr: 0.005 train loss: 5.2658 val loss: 4.2303 Epoch 32/100 ---------- lr: 0.005 train loss: 5.1194 val loss: 4.2556 Epoch 33/100 ---------- lr: 0.005 train loss: 5.0424 val loss: 4.0395 Epoch 34/100 ---------- lr: 0.005 train loss: 5.0994 val loss: 4.3403 Epoch 35/100 ---------- lr: 0.005 train loss: 5.1117 val loss: 4.3039 Epoch 36/100 ---------- lr: 0.005 train loss: 5.0759 val loss: 4.4264 Epoch 37/100 ---------- lr: 0.005 train loss: 4.9260 val loss: 4.0489 Epoch 38/100 ---------- lr: 0.005 train loss: 4.7797 val loss: 4.1710 Epoch 39/100 ---------- lr: 0.005 train loss: 4.9612 val loss: 4.3045 Epoch 40/100 ---------- lr: 0.005 train loss: 5.4545 val loss: 4.4340 Epoch 41/100 ---------- lr: 0.005 train loss: 5.1437 val loss: 4.9808 Epoch 42/100 ---------- lr: 0.005 train loss: 5.4938 val loss: 4.5155 Epoch 43/100 ---------- lr: 0.005 train loss: 5.2907 val loss: 4.3141 Epoch 44/100 ---------- lr: 0.005 train loss: 5.4131 val loss: 4.9363 Epoch 45/100 ---------- lr: 0.005 train loss: 5.5540 val loss: 4.5634 Epoch 46/100 ---------- lr: 0.005 train loss: 5.1960 val loss: 4.3309 Epoch 47/100 ---------- lr: 0.005 train loss: 4.8980 val loss: 4.1157 Epoch 48/100 ---------- lr: 0.005 train loss: 4.7921 val loss: 4.6315 Epoch 49/100 ---------- lr: 0.005 train loss: 4.7827 val loss: 4.1165 Epoch 50/100 ---------- lr: 0.005 train loss: 4.7393 val loss: 4.0293 Epoch 51/100 ---------- lr: 0.005 train loss: 4.7252 val loss: 4.1418 Epoch 52/100 ---------- lr: 0.005 train loss: 5.1046 val loss: 4.3768 Epoch 53/100 ---------- lr: 0.005 train loss: 5.2014 val loss: 3.9932 Epoch 54/100 ---------- lr: 0.005 train loss: 4.8037 val loss: 4.1120 Epoch 55/100 ---------- lr: 0.005 train loss: 4.7638 val loss: 4.3096 Epoch 56/100 ---------- lr: 0.005 train loss: 4.8483 val loss: 4.1726 Epoch 57/100 ---------- lr: 0.005 train loss: 5.2368 val loss: 4.2391 Epoch 58/100 ---------- lr: 0.005 train loss: 4.9411 val loss: 3.9012 Epoch 59/100 ---------- lr: 0.005 train loss: 4.7551 val loss: 4.0894 Epoch 60/100 ---------- lr: 0.005 train loss: 5.0072 val loss: 4.3928 Epoch 61/100 ---------- lr: 0.005 train loss: 5.0186 val loss: 4.4291 Epoch 62/100 ---------- lr: 0.005 train loss: 4.8144 val loss: 4.4017 Epoch 63/100 ---------- lr: 0.005 train loss: 4.8677 val loss: 4.6962 Epoch 64/100 ---------- lr: 0.005 train loss: 6.1981 val loss: 5.8582 Epoch 65/100 ---------- lr: 0.005 train loss: 6.3972 val loss: 5.1866 Epoch 66/100 ---------- lr: 0.005 train loss: 5.9290 val loss: 4.7270 Epoch 67/100 ---------- lr: 0.005 train loss: 5.7464 val loss: 4.4727 Epoch 68/100 ---------- lr: 0.005 train loss: 5.3154 val loss: 4.7291 Epoch 69/100 ---------- lr: 0.005 train loss: 6.3597 val loss: 5.7834 Epoch 70/100 ---------- lr: 0.005 train loss: 6.0870 val loss: 4.8890 Epoch 71/100 ---------- lr: 0.005 train loss: 6.2663 val loss: 5.6280 Epoch 72/100 ---------- lr: 0.005 train loss: 6.9001 val loss: 5.9253 Epoch 73/100 ---------- lr: 0.005 train loss: 6.4431 val loss: 5.4323 Epoch 74/100 ---------- lr: 0.005 train loss: 6.0321 val loss: 5.0149 Epoch 75/100 ---------- lr: 0.005 train loss: 5.8298 val loss: 5.0622 Epoch 76/100 ---------- lr: 0.005 train loss: 5.7133 val loss: 5.0706 Epoch 77/100 ---------- lr: 0.005 train loss: 6.0047 val loss: 5.9520 Epoch 78/100 ---------- lr: 0.005 train loss: 6.3692 val loss: 5.0668 Epoch 79/100 ---------- lr: 0.005 train loss: 6.0646 val loss: 4.9079 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.7916 val loss: 4.7876 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.7579 val loss: 4.9739 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.5879 val loss: 4.6071 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.4342 val loss: 4.9751 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.8267 val loss: 5.0296 Epoch 85/100 ---------- lr: 0.0025 train loss: 5.7119 val loss: 4.9154 Epoch 86/100 ---------- lr: 0.0025 train loss: 5.4865 val loss: 4.5199 Epoch 87/100 ---------- lr: 0.0025 train loss: 5.3390 val loss: 4.5915 Epoch 88/100 ---------- lr: 0.0025 train loss: 5.1574 val loss: 4.4292 Epoch 89/100 ---------- lr: 0.0025 train loss: 5.3382 val loss: 4.7940 Epoch 90/100 ---------- lr: 0.0025 train loss: 5.3916 val loss: 4.8557 Epoch 91/100 ---------- lr: 0.0025 train loss: 5.1522 val loss: 4.3933 Epoch 92/100 ---------- lr: 0.0025 train loss: 4.9737 val loss: 4.4145 Epoch 93/100 ---------- lr: 0.0025 train loss: 4.9353 val loss: 4.3126 Epoch 94/100 ---------- lr: 0.0025 train loss: 4.9108 val loss: 4.2530 Epoch 95/100 ---------- lr: 0.0025 train loss: 4.7867 val loss: 4.2832 Epoch 96/100 ---------- lr: 0.0025 train loss: 4.7698 val loss: 4.1804 Epoch 97/100 ---------- lr: 0.0025 train loss: 4.7159 val loss: 4.1212 Epoch 98/100 ---------- lr: 0.0025 train loss: 4.6563 val loss: 3.9902 Epoch 99/100 ---------- lr: 0.0025 train loss: 4.5553 val loss: 4.0417 Epoch 100/100 ---------- lr: 0.0025 train loss: 4.5243 val loss: 4.1573 Training complete in 32m 48s Best val loss: 3.9012 at epoch 58 Val MSE at best epoch: 1.3371